Dataset Versions
Versions
2024-10-07 9:13am
v14
· 2 months ago
added sofaLshape - 2024-10-07 8-49am
v13
· 2 months ago
resize 960 2024-10-07 7-36am
v12
· 2 months ago
2024-10-07 4:44am
v11
· 2 months ago
added 31 images from old data that has chair with arm - 2024-10-07 4-43am
v10
· 2 months ago
fix annotate chair with vs without arm 2024-10-04 10-10am
v7
· 2 months ago
2024-10-04 9:01am
v6
· 2 months ago
added 9 selft-collect images- 2024-10-04 9-00am
v5
· 2 months ago
2024-10-04 4:47am
v4
· 2 months ago
added internet images- 18 image augmented to 40im2024-10-04 4-46am
v3
· 2 months ago
2024-10-03 11:44am
v2
· 2 months ago
2024-10-03 8:07am
v1
· 2 months ago
v12
resize 960 2024-10-07 7-36am
Generated on Oct 7, 2024
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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150 Total Images
View All Images
Dataset Split
Train Set 88%
132Images
Valid Set 8%
12Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 960x960
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 0.1% of pixels